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A Feasibility Study on Deep Learning Based Brain Tumor Segmentation Using 2D Ellipse Box Areas

In most deep learning-based brain tumor segmentation methods, training the deep network requires annotated tumor areas. However, accurate tumor annotation puts high demands on medical personnel. The aim of this study is to train a deep network for segmentation by using ellipse box areas surrounding...

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主要な著者: Muhaddisa Barat Ali, Xiaohan Bai, Irene Yu-Hua Gu, Mitchel S. Berger, Asgeir Store Jakola
フォーマット: Artigo
言語:Inglês
出版事項: MDPI AG 2022-07-01
シリーズ:Sensors
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オンライン・アクセス:https://www.mdpi.com/1424-8220/22/14/5292
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